Graph Neural Networks

Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021 Overcoming Catastrophic Forgetting in Graph Neural Networks AAAI 2021 Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021 P3: Distributed Deep Graph Learning at Scale OSDI 2021 Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021 Parameter Prediction for Unseen Deep Architectures NeurIPS 2021 Particle Cloud Generation with Message Passing Generative Adversarial Networks NeurIPS 2021 PARTS: Unsupervised Segmentation With Slots, Attention and Independence Maximization ICCV 2021 Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge EMNLP 2021 PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds ICCV 2021 PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection AAAI 2021 PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations NeurIPS 2021 Perceived and Intended Sarcasm Detection with Graph Attention Networks EMNLP 2021 Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning NeurIPS 2021 Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation ICCV 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 Person Re-Identification Using Heterogeneous Local Graph Attention Networks CVPR 2021 Perturbing Eigenvalues with Residual Learning in Graph Convolutional Neural Networks ACML 2021 Plan2Scene: Converting Floorplans to 3D Scenes CVPR 2021 Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks AAAI 2021 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NeurIPS 2021 PoGO-Net: Pose Graph Optimization With Graph Neural Networks ICCV 2021 Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding IJCAI 2021 PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery IJCAI 2021 PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation IJCAI 2021